A new kind of science
A hybrid particle swarm optimization for job shop scheduling problem
Computers and Industrial Engineering
Population structure and particle swarm performance
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Population structure and particle swarm performance
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Cellular Automata: A Discrete View of the World (Wiley Series in Discrete Mathematics & Optimization)
Multi-strategy ensemble particle swarm optimization for dynamic optimization
Information Sciences: an International Journal
Particle swarm optimization with preference order ranking for multi-objective optimization
Information Sciences: an International Journal
A study of particle swarm optimization particle trajectories
Information Sciences: an International Journal
Niching without niching parameters: particle swarm optimization using a ring topology
IEEE Transactions on Evolutionary Computation
Information Sciences: an International Journal
Evolutionary programming made faster
IEEE Transactions on Evolutionary Computation
The particle swarm - explosion, stability, and convergence in amultidimensional complex space
IEEE Transactions on Evolutionary Computation
The fully informed particle swarm: simpler, maybe better
IEEE Transactions on Evolutionary Computation
A Cooperative approach to particle swarm optimization
IEEE Transactions on Evolutionary Computation
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
IEEE Transactions on Evolutionary Computation
Information Sciences: an International Journal
Modeling discrete event scalable network systems
Information Sciences: an International Journal
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
Information Sciences: an International Journal
Particle swarm optimization for determining fuzzy measures from data
Information Sciences: an International Journal
Information Sciences: an International Journal
Inter-particle communication and search-dynamics of lbest particle swarm optimizers: An analysis
Information Sciences: an International Journal
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Information Sciences: an International Journal
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Information Sciences: an International Journal
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Information Sciences: an International Journal
Information Sciences: an International Journal
An Intelligent Tuned Harmony Search algorithm for optimisation
Information Sciences: an International Journal
Novel swarm optimization for mining classification rules on thyroid gland data
Information Sciences: an International Journal
Modeling prey-predator dynamics via particle swarm optimization and cellular automata
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Invertible behavior in elementary cellular automata with memory
Information Sciences: an International Journal
A chaotic digital secure communication based on a modified gravitational search algorithm filter
Information Sciences: an International Journal
An intelligent augmentation of particle swarm optimization with multiple adaptive methods
Information Sciences: an International Journal
Information Sciences: an International Journal
Information Sciences: an International Journal
A differential evolution algorithm with intersect mutation operator
Applied Soft Computing
A novel bio-inspired approach based on the behavior of mosquitoes
Information Sciences: an International Journal
A new hybrid algorithm for unconstrained optimisation problems
International Journal of Computer Applications in Technology
Compact Particle Swarm Optimization
Information Sciences: an International Journal
Credit portfolio management using two-level particle swarm optimization
Information Sciences: an International Journal
Free Pattern Search for global optimization
Applied Soft Computing
Expert Systems with Applications: An International Journal
An improved particle swarm optimisation based on cellular automata
International Journal of Computing Science and Mathematics
Information Sciences: an International Journal
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This paper proposes a cellular particle swarm optimization (CPSO), hybridizing cellular automata (CA) and particle swarm optimization (PSO) for function optimization. In the proposed CPSO, a mechanism of CA is integrated in the velocity update to modify the trajectories of particles to avoid being trapped in the local optimum. With two different ways of integration of CA and PSO, two versions of CPSO, i.e. CPSO-inner and CPSO-outer, have been discussed. For the former, we devised three typical lattice structures of CA used as neighborhood, enabling particles to interact inside the swarm; and for the latter, a novel CA strategy based on ''smart-cell'' is designed, and particles employ the information from outside the swarm. Theoretical studies are made to analyze the convergence of CPSO, and numerical experiments are conducted to compare the proposed algorithm with different variants of PSO. According to the experimental results, the proposed method performs better than other variants of PSO on benchmark test functions.